Caffe cuDNN R1编译错误

Question

我试图在Ubuntu 14.04上启用cuDNN-6.5-R1来编译Caffe。 CUDA版本是7.0。

我复制/ usr/local/cuda/include中的cudnn.h头文件和/ usr/local/cuda/lib64中的cudnn库文件，然后“sudo ldconfig”，当我做“全部制作”时，我得到以下错误：

PROTOC src/caffe/proto/caffe.proto 
CXX .build_release/src/caffe/proto/caffe.pb.cc 
CXX src/caffe/util/db.cpp 
In file included from ./include/caffe/util/device_alternate.hpp:40:0, 
      from ./include/caffe/common.hpp:19, 
      from ./include/caffe/util/db.hpp:10, 
      from src/caffe/util/db.cpp:1: 
./include/caffe/util/cudnn.hpp:64:32: error: variable or field ‘createTensor4dDesc’ declared void 
inline void createTensor4dDesc(cudnnTensorDescriptor_t* desc) { 
          ^
./include/caffe/util/cudnn.hpp:64:32: error: ‘cudnnTensorDescriptor_t’ was not declared in this scope 
./include/caffe/util/cudnn.hpp:64:57: error: ‘desc’ was not declared in this scope 
inline void createTensor4dDesc(cudnnTensorDescriptor_t* desc) { 
                ^
./include/caffe/util/cudnn.hpp:69:29: error: variable or field ‘setTensor4dDesc’ declared void 
inline void setTensor4dDesc(cudnnTensorDescriptor_t* desc, 
         ^
./include/caffe/util/cudnn.hpp:69:29: error: ‘cudnnTensorDescriptor_t’ was not declared in this scope 
./include/caffe/util/cudnn.hpp:69:54: error: ‘desc’ was not declared in this scope 
inline void setTensor4dDesc(cudnnTensorDescriptor_t* desc, 
               ^
./include/caffe/util/cudnn.hpp:70:5: error: expected primary-expression before ‘int’ 
    int n, int c, int h, int w, 
    ^
./include/caffe/util/cudnn.hpp:70:12: error: expected primary-expression before ‘int’ 
    int n, int c, int h, int w, 
     ^
./include/caffe/util/cudnn.hpp:70:19: error: expected primary-expression before ‘int’ 
    int n, int c, int h, int w, 
      ^
./include/caffe/util/cudnn.hpp:70:26: error: expected primary-expression before ‘int’ 
    int n, int c, int h, int w, 
        ^
./include/caffe/util/cudnn.hpp:71:5: error: expected primary-expression before ‘int’ 
    int stride_n, int stride_c, int stride_h, int stride_w) { 
    ^
./include/caffe/util/cudnn.hpp:71:19: error: expected primary-expression before ‘int’ 
    int stride_n, int stride_c, int stride_h, int stride_w) { 
      ^
./include/caffe/util/cudnn.hpp:71:33: error: expected primary-expression before ‘int’ 
    int stride_n, int stride_c, int stride_h, int stride_w) { 
          ^
./include/caffe/util/cudnn.hpp:71:47: error: expected primary-expression before ‘int’ 
    int stride_n, int stride_c, int stride_h, int stride_w) { 
             ^
./include/caffe/util/cudnn.hpp:77:29: error: variable or field ‘setTensor4dDesc’ declared void 
inline void setTensor4dDesc(cudnnTensorDescriptor_t* desc, 
         ^
./include/caffe/util/cudnn.hpp:77:29: error: ‘cudnnTensorDescriptor_t’ was not declared in this scope 
./include/caffe/util/cudnn.hpp:77:54: error: ‘desc’ was not declared in this scope 
inline void setTensor4dDesc(cudnnTensorDescriptor_t* desc, 
               ^
./include/caffe/util/cudnn.hpp:78:5: error: expected primary-expression before ‘int’ 
    int n, int c, int h, int w) { 
    ^
./include/caffe/util/cudnn.hpp:78:12: error: expected primary-expression before ‘int’ 
    int n, int c, int h, int w) { 
     ^
./include/caffe/util/cudnn.hpp:78:19: error: expected primary-expression before ‘int’ 
    int n, int c, int h, int w) { 
      ^
./include/caffe/util/cudnn.hpp:78:26: error: expected primary-expression before ‘int’ 
    int n, int c, int h, int w) { 
        ^
./include/caffe/util/cudnn.hpp:102:5: error: ‘cudnnTensorDescriptor_t’ has not been declared 
    cudnnTensorDescriptor_t bottom, cudnnFilterDescriptor_t filter, 
    ^
./include/caffe/util/cudnn.hpp: In function ‘void caffe::cudnn::setConvolutionDesc(cudnnConvolutionStruct**, int, cudnnFilterDescriptor_t, int, int, int, int)’: 
./include/caffe/util/cudnn.hpp:105:70: error: there are no arguments to ‘cudnnSetConvolution2dDescriptor’ that depend on a template parameter, so a declaration of ‘cudnnSetConvolution2dDescriptor’ must be available [-fpermissive] 
     pad_h, pad_w, stride_h, stride_w, 1, 1, CUDNN_CROSS_CORRELATION)); 
                   ^
./include/caffe/util/cudnn.hpp:12:28: note: in definition of macro ‘CUDNN_CHECK’ 
    cudnnStatus_t status = condition; \ 
         ^
./include/caffe/util/cudnn.hpp:105:70: note: (if you use ‘-fpermissive’, G++ will accept your code, but allowing the use of an undeclared name is deprecated) 
     pad_h, pad_w, stride_h, stride_w, 1, 1, CUDNN_CROSS_CORRELATION)); 
                   ^
./include/caffe/util/cudnn.hpp:12:28: note: in definition of macro ‘CUDNN_CHECK’ 
    cudnnStatus_t status = condition; \ 
         ^
./include/caffe/util/cudnn.hpp: In function ‘void caffe::cudnn::createPoolingDesc(cudnnPoolingStruct**, caffe::PoolingParameter_PoolMethod, cudnnPoolingMode_t*, int, int, int, int, int, int)’: 
./include/caffe/util/cudnn.hpp:117:13: error: ‘CUDNN_POOLING_AVERAGE_COUNT_INCLUDE_PADDING’ was not declared in this scope 
    *mode = CUDNN_POOLING_AVERAGE_COUNT_INCLUDE_PADDING; 
     ^
./include/caffe/util/cudnn.hpp:124:41: error: there are no arguments to ‘cudnnSetPooling2dDescriptor’ that depend on a template parameter, so a declaration of ‘cudnnSetPooling2dDescriptor’ must be available [-fpermissive] 
    pad_h, pad_w, stride_h, stride_w)); 
            ^
./include/caffe/util/cudnn.hpp:12:28: note: in definition of macro ‘CUDNN_CHECK’ 
    cudnnStatus_t status = condition; \ 
         ^
src/caffe/util/db.cpp: In function ‘caffe::db::DB* caffe::db::GetDB(caffe::DataParameter::DB)’: 
src/caffe/util/db.cpp:71:1: warning: control reaches end of non-void function [-Wreturn-type] 
} 
^ 
src/caffe/util/db.cpp: In function ‘caffe::db::DB* caffe::db::GetDB(const string&)’: 
src/caffe/util/db.cpp:81:1: warning: control reaches end of non-void function [-Wreturn-type] 
} 
^ 
make: *** [.build_release/src/caffe/util/db.o] Error 1 

我检查的人谁了同样的问题，因为我的其他职位，但他们使用R2的所有，而不是R1。

Answer 1

有关如何安装CUDA的详细说明，cuDNN和Caffe可以查看“GPU Powered DeepLearning with NVIDIA DIGITS on EC2”。

“他们都使用R2”BTW的原因是B/C，这只是一个要求。